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Improving knowledge transfer and innovation services: A roadmap for Knowledge Transfer Offices 改进知识转让和创新服务:知识转移办公室路线图
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-24 DOI: 10.1016/j.jik.2024.100577
Lorenzo Compagnucci, Francesca Spigarelli
National and regional governments have promoted the professionalisation of knowledge transfer by establishing specialised structures: Knowledge Transfer Offices (KTOs). Although previous research has examined the features and performance of KTOs extensively, there is limited evidence regarding their role and associated evolution in managing new academic, economic, social and environmental challenges that extend the scope and mission of both universities and of their KTOs. This exploratory study investigates the challenges encountered and the good practices of higher education institutions (HEIs) to improve knowledge transfer and innovation, making a threefold contribution. First, the study proposes a conceptual framework for improving KTO services based on the four intertwined dimensions of people, culture, governance and collaboration. Second, a multi-country analysis is conducted on the KTOs of nine European HEIs that participated in a project financed by the European Institute of Innovation and Technology (EIT) Higher Education Institutions (HEI) Initiative. Third, drawing on the results obtained from a questionnaire and a set of focus groups, the study constructs a proposed roadmap for implementing or improving KTOs. The findings demonstrate that KTOs should focus on up-skilling and reskilling staff (people) and implement effective governance and coordination mechanisms under the supervision of and in synergy with university governing bodies while continuously monitoring, adapting and improving organisational structure, processes and initiatives (governance). Furthermore, an entrepreneurial mind-set should be promoted among academic and non-academic staff and students (culture). Constructing or strengthening internal and external collaborations with the key stakeholders of the ecosystem (collaboration) is also crucial.
国家和地区政府通过建立专门机构来促进知识转让的专业化:知识转移办公室(KTOs)。虽然以往的研究对知识转移办公室的特点和绩效进行了广泛的研究,但有关其在管理新的学术、经济、社会和环境挑战方面的作用和相关演变的证据却很有限,这些挑战扩大了大学及其知识转移办公室的范围和使命。这项探索性研究调查了高等教育机构(HEIs)在改善知识转让和创新方面遇到的挑战和良好做法,做出了三方面的贡献。首先,研究从人员、文化、管理和协作这四个相互交织的方面提出了改进知识转让与创新服务的概念框架。其次,对参与欧洲创新与技术研究所高等教育机构计划资助项目的九所欧洲高等院校的 KTO 进行了多国分析。第三,根据问卷调查和一组焦点小组得出的结果,研究构建了实施或改进 KTO 的拟议路线图。研究结果表明,知识型组织应注重提高工作人员(人员)的技能和再培训,并在大学管理机构的监督和协同下实施有效的治理和协调机制,同时不断监测、调整和改进组织结构、流程和举措(治理)。此外,还应在学术和非学术人员及学生中倡导创业心态(文化)。与生态系统的主要利益相关者建立或加强内部和外部合作(合作)也至关重要。
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引用次数: 0
Bridging the gap: The nexus of sustainability innovation, knowledge sharing, and green volunteerism for manufacturing entrepreneurial triumph 缩小差距:可持续发展创新、知识共享和绿色志愿服务的联系,促进制造业创业成功
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-24 DOI: 10.1016/j.jik.2024.100570
Chia-Yang Lin , Ka Yin Chau , Massoud Moslehpour
The present study captures the essential role of environmental and social innovation driving success of entrepreneurs in the presence of knowledge sharing culture as a mediator and green volunteer behaviour as a moderator. With a particular focus on Vietnam, the study selects manufacturing SMEs because of their bigger role in Vietnam's economy. Since, SMEs foster innovation which is crucial for sustainability and competitive advantage. Therefore, it is imperative to assess the relationship in SMEs context. With quantitative approach, the study collected data from Vietnam's manufacturing SMEs, examining how social innovation focusing on societal needs; environmental innovation emphasizing on environmentally friendly practices contribute to entrepreneurial success. The study used PLS methodology to assess the linkage among variables. Outcomes of the study reveal that both kind of innovations are crucial for entrepreneurial success, however, their significance remarkably enhances when knowledge sharing culture mediates the relationship. This partially mediate role of knowledge sharing culture demonstrates that organizational culture builds on knowledge sharing idea promotes innovative idea, encouraging entrepreneurs to cultivate collaborative environment that further improves the efficacy of innovative ideas. The outcomes also indicated that green volunteer behaviour insignificantly moderates among knowledge-sharing culture and entrepreneurial success. The absence of moderation indicates that even with a focus on environmental goal, green volunteer behavior seems to have no direct alignment with prompt business goals of entrepreneurial success. Hence, the chances are greater that it may dilute the effect of knowledge sharing culture on environmental success.
本研究以知识共享文化为中介,以绿色志愿者行为为调节,揭示了环境和社会创新对企业家成功的重要推动作用。本研究以越南为重点,选择了制造业中小型企业,因为它们在越南经济中扮演着重要角色。由于中小企业促进创新,而创新对于可持续发展和竞争优势至关重要。因此,有必要评估中小型企业与创新之间的关系。本研究采用定量方法,收集了越南制造业中小型企业的数据,研究了关注社会需求的社会创新和强调环保实践的环境创新如何促进创业成功。研究采用 PLS 方法评估变量之间的联系。研究结果表明,这两种创新对创业成功都至关重要,然而,当知识共享文化成为两者关系的中介时,它们的重要性会显著增强。知识共享文化的部分中介作用表明,建立在知识共享理念基础上的组织文化能够促进创新理念,鼓励创业者培养协作环境,从而进一步提高创新理念的功效。研究结果还表明,绿色志愿者行为对知识共享文化和创业成功之间的调节作用微不足道。没有调节作用表明,即使关注环保目标,绿色志愿者行为似乎也与创业成功的商业目标没有直接联系。因此,它更有可能冲淡知识共享文化对环境成功的影响。
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引用次数: 0
Exploring migrant entrepreneurship and innovation in ultraperipheral regions: An investigation on opportunity and necessity-driven entrepreneurship 探索极端边缘地区的移民创业与创新:机会与需求驱动型创业调查
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-24 DOI: 10.1016/j.jik.2024.100573
José António Porfírio , J. Augusto Felício , Ricardo M. Rodrigues , Tiago Carrilho
Migrant entrepreneurship involves the indigenous population and migrant communities, exerting a profound influence on the host country or region. This phenomenon is particularly relevant in ultraperipheral areas, as in this research exemplified by the Autonomous Region of Madeira (Madeira), which recently witnessed an intensification of migrant inflow, many originating from countries with a deep historical connection to the region.
This research characterizes the entrepreneurial migrant community to discern factors that may contribute to formulating and enhancing political-social policies to foster entrepreneurship success, broadly relevant to generating wealth but of particular importance in facilitating migrants’ integration. The analysis focuses on understanding the motivations that drive entrepreneurial initiatives among migrants, recognizing the predominance of necessity-driven entrepreneurs, and that migrant entrepreneurs often take advantage of historical and familial ties to the region to overcome the obstacles specific to migrants.
移民创业涉及本地人口和移民社区,对东道国或地区产生深远影响。这一现象在极端边缘地区尤为重要,本研究以马德拉自治区(Madeira)为例,该地区近期移民流入加剧,其中许多人来自与该地区有着深厚历史渊源的国家。本研究描述了创业移民群体的特征,以发现可能有助于制定和加强政治社会政策以促进创业成功的因素,这些因素与创造财富广泛相关,但对促进移民融入社会尤为重要。分析的重点是了解推动移民创业的动机,认识到以需要为导向的创业者占主导地位,以及移民创业者往往利用与该地区的历史和家庭联系来克服移民特有的障碍。
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引用次数: 0
Linking innovative work behavior with customer relationship management and marketing performance 将创新工作行为与客户关系管理和营销业绩联系起来
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-24 DOI: 10.1016/j.jik.2024.100560
Luminița Nicolescu, Alexandru Ioan Rîpa
Customer relationship management (CRM) plays an increasingly crucial role in ensuring organizational performance, including marketing results (MR), in today's highly dynamic and competitive business environment. Simultaneously, CRM can be influenced by various factors involving innovations in all fields. However, the linkage between innovative work behavior and CRM, along with its impact on MR, remains an unexplored area of interest in the academic and business worlds. This research aimed to analyze the relationship between the two forms of innovative work behavior (IWB) (individual and organizational IWB) and the dimensions of CRM (customer orientation, CRM organization, knowledge management, and technology-based CRM), as well as the consequential MR. The data collected from employees in Romania were analyzed using structural equation modeling methodology. The main findings revealed that individual IWB (IIWB) does not influence CRM dimensions, while organizational IWB (OIWB) positively impacts CRM. In other words, the collective capability to create and implement new ideas, complemented by organizational cultures and managers that support team innovative behaviors, positively influences the development of CRM dimensions rather than generating and promoting new ideas at an individual level. Additionally, the study reconfirmed that most CRM dimensions are positively linked to good MR and play a mediating role in the relationship between OIWB and MR. The effects of these discoveries suggest that companies should emphasize fostering OIWB to improve CRM and enhance their competitiveness.
在当今高度动态和竞争激烈的商业环境中,客户关系管理(CRM)在确保组织绩效(包括营销成果(MR))方面发挥着越来越关键的作用。同时,客户关系管理也会受到涉及各领域创新的各种因素的影响。然而,创新工作行为与客户关系管理之间的联系,以及创新工作行为对客户关系管理的影响,仍然是学术界和商界尚未探索的领域。本研究旨在分析两种形式的创新工作行为(IWB)(个人创新工作行为和组织创新工作行为)与客户关系管理(CRM)各维度(客户导向、客户关系管理组织、知识管理和基于技术的客户关系管理)之间的关系,以及由此产生的 MR。我们采用结构方程建模法分析了从罗马尼亚员工处收集到的数据。主要研究结果表明,个人 IWB(IIWB)并不影响客户关系管理的各个维度,而组织 IWB(OIWB)则对客户关系管理产生积极影响。换句话说,创造和实施新想法的集体能力,辅之以支持团队创新行为的组织文化和管理者,会对客户关系管理维度的发展产生积极影响,而不是在个人层面产生和推广新想法。此外,研究还再次证实,大多数客户关系管理维度与良好的管理层关系呈正相关,并在组织创新工作法与管理层关系之间发挥着中介作用。这些发现的效果表明,企业应重视培养OIWB,以改善客户关系管理,提高竞争力。
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引用次数: 0
Using innovation and entrepreneurship for creating edge in service firms: A review research of tourism and hospitality industry 利用创新和创业精神为服务企业创造优势:旅游业和酒店业研究综述
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-24 DOI: 10.1016/j.jik.2024.100572
Gagan Deep Sharma , Babak Taheri , Dariusz Cichon , Jaya Singh Parihar , Aeshna Kharbanda
This paper aims to inform policy and research in the domain of tourism and hospitality on the role of innovation and entrepreneurship. The paper applies the review research methodology to collate, comprehend, and synthesise 139 papers selected through a standard procedure. Our findings show that innovation drives growth and value in new tourism and hospitality firms. The study examines external factors, particularly government policies, influencing industry stakeholders’ entrepreneurial orientation and the macroeconomic environment affecting entrepreneurial activities. It also highlights the importance of social entrepreneurship in industry innovation and sustainability. This article emphasises the importance of innovation and entrepreneurship in tourism and hospitality growth, value creation, and social and environmental issues.
本文旨在为旅游业和酒店业领域的政策和研究提供有关创新和创业作用的信息。本文采用综述研究方法,对通过标准程序筛选出的 139 篇论文进行了整理、理解和归纳。我们的研究结果表明,创新推动了新兴旅游业和酒店业企业的增长和价值。本研究探讨了影响行业利益相关者创业取向的外部因素,尤其是政府政策,以及影响创业活动的宏观经济环境。研究还强调了社会创业在行业创新和可持续发展中的重要性。本文强调了创新和创业在旅游业和酒店业增长、价值创造以及社会和环境问题中的重要性。
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引用次数: 0
Market access, supply chain resilience and enterprise innovation 市场准入、供应链复原力和企业创新
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-20 DOI: 10.1016/j.jik.2024.100576
Pengcheng Liu , Jian Liu , Changqi Tao

The global supply chain has been experiencing frequent “chain break” events, raising concerns about supply chain resilience within the academic community. When innovating, enterprises require support for supply chain resilience when faced with the risk of a “chain break.” Current research primarily focuses on the impact of information technology or digital technology on enterprise supply chains, neglecting the influence of market accessibility on enterprise innovation performance through the supply chain system. By considering supply chain resilience as an influence path, this study assesses the impact of market accessibility on firms’ innovation performance. The results suggest that market accessibility significantly influences innovation performance, but its impact on innovation quality is less pronounced concerning the quantity of innovative output. The impact of market accessibility is partly due to market expansion beyond a firm's domestic boundaries. The mechanism analysis reveals that market accessibility improves supply chain resilience by optimizing efficiency and adaptability, fostering enterprise innovation performance. However, market accessibility undermines supply chain stability, enhancing innovation. Further analysis suggests that market accessibility has a stronger positive impact on the innovation performance of larger firms and their localities. Additionally, it mitigates the negative effects of geographical distance on firm innovation.

全球供应链频繁发生 "断链 "事件,引起了学术界对供应链恢复能力的关注。企业在创新时,面对 "断链 "风险,需要供应链弹性的支持。目前的研究主要关注信息技术或数字技术对企业供应链的影响,而忽视了市场通达性通过供应链系统对企业创新绩效的影响。本研究将供应链弹性作为影响路径,评估了市场可达性对企业创新绩效的影响。结果表明,市场可及性对创新绩效有显著影响,但就创新产出的数量而言,市场可及性对创新质量的影响并不明显。市场可达性的影响部分归因于企业在国内边界之外的市场扩张。机制分析表明,市场可达性通过优化效率和适应性提高了供应链的弹性,促进了企业创新绩效。然而,市场可及性会破坏供应链的稳定性,从而提高创新能力。进一步的分析表明,市场可达性对大型企业及其所在地的创新绩效具有更强的积极影响。此外,它还能减轻地理距离对企业创新的负面影响。
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引用次数: 0
Charting new terrains: How CSR initiatives shape employee creativity and contribute to UN-SDGs in a knowledge-driven world 开辟新天地:在知识驱动的世界中,企业社会责任倡议如何塑造员工的创造力并促进联合国可持续发展目标的实现
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-20 DOI: 10.1016/j.jik.2024.100557
Naveed Ahmad , Sarminah Samad , Heesup Han

The relationship between corporate social responsibility (CSR) and employee creativity has become more critical than ever for companies, such as in regards to the United Nations Sustainable Development Goals (UN-SDGs) in today's knowledge intensive economy. This paper aims to examine this relationship by emphasizing the affective and cognitive processes that CSR influences creativity through. Our analysis in Pakistan's hospitality sector expands on this by pointing to the happiness and creative self-efficacy of employees as the mediated variables in this relationship, whereas polychronicity is the moderating variable. The data was collected from 409 employees working in upscale hotels in Lahore, Islamabad, and Karachi by incorporating a three-wave survey technique, which makes the study more reliable and valid. The analysis was conducted using SMART-PLS software, which is effective in regards to analyzing complex models and is best suited for exploratory research. The findings show that CSR can boost employee creativity, which is a key driver in regards to attaining the UN-SDGs, when it is incorporated in a genuine manner. This study provides appropriate theoretical extensions by connecting CSR and creativity with the emotional and cognitive variables, which contributes to the existing literature regarding how CSR initiatives can foster innovation. This study offers recommendations for organizations that are interested in promoting creativity among their staff and contributing to global sustainability. We argue that increasing the positive emotional climate and enhancing the perceived creativity for change of employees are the strategies that would help in regards to advancing sustainable and innovative practices, which is consistent with the notion that CSR is best aligned with the UN-SDGs. These findings provide a strong rationale in regards to linking CSR with an organization's strategic goals and objectives in order to create sustainability as well as promote innovation. This study highlights the role of CSR in regards to stimulating change and building solutions that respond to the global aspiration for sustainable development.

对于企业来说,企业社会责任(CSR)与员工创造力之间的关系比以往任何时候都更加重要,例如在当今知识密集型经济中与联合国可持续发展目标(UN-SDGs)有关的关系。本文旨在通过强调企业社会责任影响创造力的情感和认知过程来研究这种关系。我们对巴基斯坦酒店业的分析对此进行了扩展,指出员工的幸福感和创造性自我效能感是这一关系中的中介变量,而多同步性则是调节变量。研究采用三波调查技术,从拉合尔、伊斯兰堡和卡拉奇高档酒店的 409 名员工中收集了数据,这使得研究更加可靠有效。分析使用 SMART-PLS 软件进行,该软件在分析复杂模型方面非常有效,最适合探索性研究。研究结果表明,企业社会责任如果能真正融入其中,就能提高员工的创造力,而这正是实现联合国可持续发展目标的关键驱动力。本研究通过将企业社会责任和创造力与情感变量和认知变量联系起来,提供了适当的理论延伸,为有关企业社会责任倡议如何促进创新的现有文献做出了贡献。本研究为有意促进员工创造力并为全球可持续发展做出贡献的组织提供了建议。我们认为,营造积极的情感氛围和提高员工对变革的感知创造力是有助于推进可持续创新实践的策略,这与企业社会责任与联合国可持续发展目标的最佳契合点是一致的。这些研究结果为将企业社会责任与组织的战略目标联系起来提供了强有力的依据,从而实现可持续发展并促进创新。本研究强调了企业社会责任在促进变革和制定解决方案以满足全球可持续发展愿望方面的作用。
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引用次数: 0
Contributions to the design of regional tourism innovation policies: Evaluation of determinants in Latin America 对地区旅游创新政策设计的贡献:评估拉丁美洲的决定因素
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-19 DOI: 10.1016/j.jik.2024.100575
José Dias Lopes, João Estevão

In recent years, the transnational and regional dimensions of tourism have strengthened. Unlike in the past, we can now consider regional tourism policies, such as innovation policies. The recent creation of the UN Tourism Office for the Americas is a step in this direction. Within this framework, this study analyzes the competitive factors of tourism and innovation in Latin America. This study uses cluster analysis, multidimensional scaling, and FsQCA to answer two questions: Are there similarities in the tourism development profiles of different Latin American countries that would allow the design of common and specific tourism policies aimed at innovation and growth in each profile? If common profiles (regional clusters) exist, what are the determining factors that have driven the recent evolution of tourism performance? To answer these questions, this study uses data from the Travel and Tourism Competitiveness Index and the Global Innovation Index. The study shows that it is possible to identify two clusters of countries in Latin America with similar levels of tourism competitiveness. The first cluster includes Brazil, Mexico, Colombia, and Peru, which have higher but more heterogeneous levels of competitiveness. Additionally, there is a second cluster of more homogeneous countries with lower levels of competitiveness. The study also made it possible to identify a set of factors related to the enabling environment (business environment, safety and security, health and hygiene, human resources and labor market, qualification of the labor force, labor market, and ICT readiness) as pivotal for affirming the sector's competitiveness. Therefore, this study makes important contributions to the design of innovation policies in this sector.

近年来,旅游业的跨国性和区域性得到了加强。与过去不同,我们现在可以考虑区域旅游政策,如创新政策。最近成立的联合国美洲旅游办事处就是朝着这个方向迈出的一步。在这一框架内,本研究分析了拉丁美洲旅游业和创新的竞争因素。本研究采用聚类分析、多维标度法和 FsQCA 来回答两个问题:不同拉美国家的旅游业发展概况是否存在相似之处,从而可以制定共同的、具体的旅游业政策,以促进每个概况中的创新和增长?如果存在共同特征(区域集群),那么推动旅游业近期发展的决定性因素是什么?为了回答这些问题,本研究使用了旅游竞争力指数和全球创新指数的数据。研究结果表明,在拉丁美洲可以发现两个具有类似旅游竞争力水平的国家集群。第一组包括巴西、墨西哥、哥伦比亚和秘鲁,这些国家的竞争力水平较高,但差异较大。此外,还有第二组竞争力水平较低的同质国家。这项研究还确定了一系列与有利环境有关的因素(商业环境、安全和安保、健康和卫生、人力资源和劳动力市场、劳动力资格、劳动力市场和信息与传播技术的准备程度),这些因素对提高该行业的竞争力至关重要。因此,本研究对该行业创新政策的设计做出了重要贡献。
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引用次数: 0
Synergy between multidimensional intellectual capital and digital knowledge management: Uncovering innovation performance complexities 多维智力资本与数字知识管理之间的协同作用:揭示创新绩效的复杂性
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-19 DOI: 10.1016/j.jik.2024.100568
Sladjana Cabrilo , Sven Dahms , Fu-Sheng Tsai

This paper aims to deepen our understanding of the contingency and complex interrelations between multidimensional intellectual capital (IC), technology-based knowledge management (KM), and innovation outcomes in the rapidly changing business environment. More particularly, we investigate causal recipes for high innovation performance consisting of traditional IC components (human capital, structural capital, relational capital), the three more recently emerging IC dimensions (renewal capital, entrepreneurial capital, trust capital), and digital KM practices. This study adopts neo-configurational perspective and fuzzy-set qualitative comparative analysis (fsQCA) to explore multiple conjunctural causations of innovation performance using survey data collected from 102 publicly listed enterprises in Taiwan. Although the four identified archetypes (causal recipes) indicate that all IC dimensions and digital KM are potential collaborators contributing to high innovation performance, they also emphasize the critical role of digital KM in leveraging relational and trust capital for superior innovation performance. Human, structural, entrepreneurial, and renewal capital seems to be a supporting chorus for open and collaborative innovations in the digital era.

本文旨在加深我们对快速变化的商业环境中多维智力资本(IC)、基于技术的知识管理(KM)和创新成果之间的偶然性和复杂相互关系的理解。更具体地说,我们研究了由传统智力资本组成部分(人力资本、结构资本、关系资本)、最近新出现的三个智力资本维度(更新资本、创业资本、信任资本)和数字知识管理实践组成的高创新绩效因果配方。本研究采用新构型视角和模糊集定性比较分析法(fsQCA),利用从台湾 102 家上市企业收集的调查数据,探讨了创新绩效的多重共轭因果关系。尽管已确定的四种原型(因果配方)表明,所有集成电路维度和数字知识管理都是促成高创新绩效的潜在合作者,但它们也强调了数字知识管理在利用关系资本和信任资本实现卓越创新绩效方面的关键作用。人力资本、结构资本、创业资本和更新资本似乎是数字时代开放式协同创新的辅助因素。
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引用次数: 0
Academic writing in the age of AI: Comparing the reliability of ChatGPT and Bard with Scopus and Web of Science 人工智能时代的学术写作:比较 ChatGPT 和 Bard 与 Scopus 和 Web of Science 的可靠性
IF 15.6 1区 管理学 Q1 BUSINESS Pub Date : 2024-09-13 DOI: 10.1016/j.jik.2024.100563
Swati Garg , Asad Ahmad , Dag Øivind Madsen

ChatGPT and Bard (now known as Gemini) are becoming indispensable resources for researchers, academicians and diverse stakeholders within the academic landscape. At the same time, traditional digital tools such as scholarly databases continue to be widely used. Web of Science and Scopus are the most extensive academic databases and are generally regarded as consistently reliable scholarly research resources. With the increasing acceptance of artificial intelligence (AI) in academic writing, this study focuses on understanding the reliability of the new AI models compared to Scopus and Web of Science. The study includes a bibliometric analysis of green, sustainable and ecological buying behaviour, covering the period from 1 January 2011 to 21 May 2023. These results are used to compare the results from the AI and the traditional scholarly databases on several parameters. Overall, the findings suggest that AI models like ChatGPT and Bard are not yet reliable for academic writing tasks. It appears to be too early to depend on AI for such tasks.

ChatGPT 和 Bard(现更名为 Gemini)正在成为研究人员、学者和学术界不同利益相关者不可或缺的资源。与此同时,学术数据库等传统数字工具继续得到广泛使用。Web of Science 和 Scopus 是最广泛的学术数据库,被普遍认为是一贯可靠的学术研究资源。随着人工智能(AI)在学术写作中被越来越多地接受,本研究侧重于了解新的人工智能模型与 Scopus 和 Web of Science 相比的可靠性。研究包括对绿色、可持续和生态购买行为的文献计量分析,时间跨度为 2011 年 1 月 1 日至 2023 年 5 月 21 日。这些结果用于比较人工智能和传统学术数据库在几个参数上的结果。总体而言,研究结果表明,ChatGPT 和 Bard 等人工智能模型在学术写作任务方面尚不可靠。在此类任务中依赖人工智能似乎为时尚早。
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引用次数: 0
期刊
Journal of Innovation & Knowledge
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